BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization

Benchmark Model Rank Results
abstractive-text-summarization-on-abstractivemBART#1ROUGE-1: 36.52ROUGE-2: 17.52ROUGE-L: 26.14BERTScore: 73.4
abstractive-text-summarization-on-abstractiveBART-IT#3ROUGE-1: 35.42ROUGE-2: 15.88ROUGE-L: 25.12BERTScore: 73.24
abstractive-text-summarization-on-abstractivemT5#4ROUGE-1: 34.13ROUGE-2: 15.76ROUGE-L: 24.84BERTScore: 72.77
abstractive-text-summarization-on-abstractiveIT5-base#5ROUGE-1: 33.99ROUGE-2: 15.59ROUGE-L: 24.91BERTScore: 70.3
abstractive-text-summarization-on-abstractive-1mBART#2ROUGE-1: 38.91ROUGE-2: 21.41ROUGE-L: 32.08BERTScore: 75.86
abstractive-text-summarization-on-abstractive-1BART-IT#3ROUGE-1: 37.31ROUGE-2: 19.44ROUGE-L: 30.41BERTScore: 75.36
abstractive-text-summarization-on-abstractive-1mT5#4ROUGE-1: 35.04ROUGE-2: 17.41ROUGE-L: 28.68BERTScore: 74.69
abstractive-text-summarization-on-abstractive-1IT5-base#6ROUGE-1: 32.88ROUGE-2: 15.53ROUGE-L: 26.7BERTScore: 71.06
abstractive-text-summarization-on-witsBART-IT#1ROUGE-1: 42.32ROUGE-2: 28.83ROUGE-L: 38.84BERTScore: 79.28
abstractive-text-summarization-on-witsmT5#2ROUGE-1: 40.6ROUGE-2: 26.9ROUGE-L: 37.43BERTScore: 80.73
abstractive-text-summarization-on-witsmBART#3ROUGE-1: 39.32ROUGE-2: 26.18ROUGE-L: 35.9BERTScore: 78.65
abstractive-text-summarization-on-witsIT5-base#4ROUGE-1: 37.98ROUGE-2: 24.32ROUGE-L: 34.94BERTScore: 77.14